The existence of an arrow of time has been confirmed. If you reversed the flow of time, the laws of physics would work slightly differently.

The cause of Type IA supernovas has been confirmed. These consistent supernovas were used to measure the expansion of the universe, leading to the discovery that dark energy, or something like it, must exist. Now we know how these supernovas work.